7751 search results - page 128 / 1551 » Data streams: algorithms and applications |
182
click to vote
MLDM
2005
Springer
16 years 11 days ago
2005
Springer
Abstract. A statistical technique is developed for estimating the support of itemsets on data streams, regardless of the size of the data stored. This technique, which is computati...
202
click to vote
COMPGEOM
2004
ACM
16 years 9 days ago
2004
ACM
We present memory-efficient deterministic algorithms for constructing -nets and -approximations of streams of geometric data. Unlike probabilistic approaches, these deterministic...
150
click to vote
IPPS
2009
IEEE
16 years 1 months ago
2009
IEEE
We describe an approach to elastically scale the performance of a data analytics operator that is part of a streaming application. Our techniques focus on dynamically adjusting th...
165
Voted
ICDE
2010
IEEE
16 years 6 months ago
2010
IEEE
In this paper, we present an abstract framework for online approximation of time-series data that yields a unified set of algorithms for several popular models: data streams, amnes...
159
click to vote
EPIA
2003
Springer
16 years 3 days ago
2003
Springer
This paper presents an incremental and scalable learning algorithm in order to mine numeric, low dimensionality, high–cardinality, time–changing data streams. Within the Superv...